Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001363

The MH-36 locality cells most similar to this Bhandara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760004378

distance 0.249 · cross-district

#2 · Gondiacell 4760001777

distance 0.279 · cross-district

#3 · Bhandaracell 4710003342

distance 0.28

#4 · Gondiacell 4760001148

distance 0.289 · cross-district

#5 · Bhandaracell 4710001505

distance 0.29

#6 · Bhandaracell 4710003348

distance 0.299

#7 · Nagpurcell 4840000785

distance 0.302 · cross-district

#8 · Bhandaracell 4710000847

distance 0.304

#9 · Chandrapurcell 4730006154

distance 0.321 · cross-district

#10 · Bhandaracell 4710003458

distance 0.323

#11 · Gadchirolicell 4750012232

distance 0.324 · cross-district

#12 · Bhandaracell 4710001847

distance 0.327

#13 · Chandrapurcell 4730008297

distance 0.332 · cross-district

#14 · Gondiacell 4760002361

distance 0.335 · cross-district

#15 · Nagpurcell 4840003136

distance 0.335 · cross-district

#16 · Chandrapurcell 4730008517

distance 0.335 · cross-district

#17 · Nagpurcell 4840008470

distance 0.345 · cross-district

#18 · Chandrapurcell 4730003497

distance 0.347 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":471,"cluster_id":4710001363}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.